One year of test scores is the noisiest, laggiest outcome you could pick. The same study logged better attention, fewer disciplinary incidents, and more face-to-face interaction at lunch — those are the mechanisms grades run through, and they showed up first exactly as you'd expect. Calling the mechanism "vibe" doesn't make it stop being the mechanism.